The verdict in three sentences
For a commodity trading house in Singapore, the website exists first to prove governance, compliance and substance to trade finance banks, counterparties, NGOs and recruits, far more than to generate sales. SEO still matters for recruiting and branded queries, while AEO/GEO matters more each year because credit analysts, compliance teams and journalists ask AI assistants like ChatGPT about you before they open your report. In most cases the right call is to strengthen the credibility pages first, since they feed both channels, then measure each one with its own indicators.
Two channels, two logics
SEO targets Google positions for typed queries. AEO/GEO targets how AI assistants like ChatGPT describe your firm when someone asks them a question. In trading, those questions are rarely commercial: who is behind this company, where are its offices, what is its sanctions policy, does it publish a sustainability report, is it hiring traders in Singapore.
| Criterion | SEO | AEO/GEO |
|---|---|---|
| What it targets | Google positions on brand, careers, business lines | Accurate description of the firm in AI answers |
| Typical queries | careers commodity trading Singapore, the company name | What is X's sanctions policy? Who are the metals traders in Singapore? |
| Time to effect | 4 to 9 months on non-competitive queries | 3 to 6 months, depending on how fast sources update |
| Market budget, 2026 ballpark | SGD 2,000 to 8,000 a month, about USD 1,500 to 6,000 | Diagnostic USD 3,000 to 8,000, monitoring USD 1,500 to 4,500 a month |
| Metrics | Impressions, clicks, applications, inbound enquiries | Share of answers citing the firm, accuracy, sources cited |
| Risks | Generic content that helps no audience | Inaccurate claims repeated by the AI |
The SGD budgets reflect typical Singapore agency quotes and are converted approximately. They are not an official benchmark.
Where to invest, by situation
The right answer depends less on the channel than on the current state of your public information. A trading house that publishes no offices, no leadership and no compliance policy gains nothing from buying SEO: both channels rest on the same core pages.
| Situation | Priority | Why |
|---|---|---|
| Young firm, Singapore office open less than 2 years | Credibility pages, then AEO/GEO | Counterparties check the entity before any dealing |
| Established brand, name often in the press | AEO/GEO to correct accuracy | AI assistants sometimes mix entities, subsidiaries and former names |
| Heavy hiring of traders and analysts | SEO on careers pages | Candidates still go through Google and LinkedIn |
| Sensitive content (sanctions, sourcing, ESG) | Legal review before any channel | An imprecise sentence can be repeated without nuance |
| Limited budget, under USD 20,000 a year | One diagnostic, then core pages | A diagnostic steers better than a scattered retainer |
| Multi-office group (Geneva, Dubai, Singapore) | Entity consistency, then both channels | Inconsistencies between offices spread into answers |
The pages that serve both channels are well known: governance and leadership, offices and legal entities, sanctions and KYC policy, responsible sourcing, ESG reports as actually published, careers. Never publish volumes, counterparties or certifications you cannot back up.
On the regulatory side, the PDPA governs personal data in Singapore, overseen by the PDPC, which directly concerns your application forms. If a group entity carries out regulated financial activity, MAS rules on communications also apply. This is not legal advice: have your compliance pages reviewed by your legal team.
How to measure each channel
SEO is measured in Search Console: impressions and clicks on branded and careers queries, then real conversions, meaning qualified applications and enquiries. AEO/GEO is measured with a dated record: the same questions, put to AI assistants like ChatGPT at fixed intervals, archived with the date, then analysed on three points: whether the firm is mentioned, factual accuracy and the sources cited.
| Indicator | Channel | Frequency | Alert threshold |
|---|---|---|---|
| Impressions on careers queries | SEO | Monthly | Drop of more than 30 % over 3 months |
| Qualified applications from the site | SEO | Monthly | Under 10 % of total applications |
| Share of answers mentioning the firm | AEO/GEO | Monthly | Flat across 4 records |
| Factual errors (offices, leadership, activities) | AEO/GEO | Monthly | Any error on sanctions or compliance |
| Sources cited by the AI | AEO/GEO | Quarterly | Outdated third-party sources dominate |
A serious diagnostic covers the state of the credibility pages, entity consistency, indexing, a first record of AI answers and a recommendation on how to split effort between the two channels. At Kolonell, the diagnostic and the work that follows are priced on quote. No serious provider promises a ranking or a recommendation by an AI.
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Mini case study
Illustrative example. Straits Meridian Resources, a base metals trader based in Singapore, has USD 40,000 for the year. The chosen option: a USD 5,000 diagnostic, a rebuild of 8 credibility pages estimated at USD 9,000, then 9 months of monitoring at USD 2,500, so 5,000 + 9,000 + 22,500 = USD 36,500, with a USD 3,500 reserve for legal review (market assumption). The record tracks 30 questions in English each month; Search Console tracks careers queries.
FAQ
Does SEO still make sense for a trading house with nothing to sell online?
Yes, mainly for recruiting and branded queries. A budget of USD 1,500 to 3,000 a month is often enough, because the number of useful queries is small.
Why do AI assistants like ChatGPT describe some trading houses badly?
Because public information is scarce, old or contradictory across subsidiaries. When a firm publishes little, the AI relies on press articles that may be 5 years old.
Should we publish activity figures to be cited more?
Only those you already publish officially, for example in an annual or ESG report. Inventing or rounding a volume creates a reputational risk far larger than any visibility gain.
How much does a combined SEO and AEO/GEO diagnostic cost?
On the market, around USD 3,000 to 8,000 in 2026 depending on the number of entities and languages. At Kolonell, the amount is set on quote after a first conversation.
When do we see a first measurable effect?
Allow 3 to 6 months for AI answers and 4 to 9 months in Search Console. A monthly record of 30 questions gives a reliable baseline from the second month.
Find out how AI assistants describe your firm. We compare what Google and AI assistants like ChatGPT show today about your trading house, then recommend where to invest. Request a diagnostic quote: reply within 48 hours.
Mohamed Bah
Fondateur, Kolonell
Passionate about digital and entrepreneurship in Africa, Mohamed has been helping Sénégalese businesses with their digital transformation since 2020. Founder of Kolonell, he believes every SME deserves a professional and accessible online présence.
